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Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions

10 February 2021

Papers citing "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"

50 / 224 papers shown

Title
Efficient and Scalable Graph Generation through Iterative Local Expansion Andreas Bergmeister Karolis Martinkus Nathanael Perraudin Roger Wattenhofer 99 16 0 14 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 98 14 0 13 Dec 2023
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models Shengguang Wu Mei Yuan Qi Su DiffM 69 0 0 12 Dec 2023
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection Cheng-Ju Ho Chen-Hsuan Tai Yen-Yu Lin Ming-Hsuan Yang Yi-Hsuan Tsai DiffM 133 11 0 05 Dec 2023
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts Tianqi Chen Yongfei Liu Zhendong Wang Jianbo Yuan Quanzeng You Hongxia Yang Mingyuan Zhou VLM 79 6 0 03 Dec 2023
Leveraging Graph Diffusion Models for Network Refinement Tasks Puja Trivedi Ryan Rossi David Arbour Tong Yu Franck Dernoncourt Sungchul Kim Nedim Lipka Namyong Park Nesreen K. Ahmed Danai Koutra DiffM 95 0 0 29 Nov 2023
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning Changyu Chen Ramesha Karunasena Thanh Hong Nguyen Arunesh Sinha Pradeep Varakantham 107 9 0 26 Nov 2023
Formulating Discrete Probability Flow Through Optimal Transport Pengze Zhang Hubery Yin Chen Li Xiaohua Xie OT 83 8 0 07 Nov 2023
CDGraph: Dual Conditional Social Graph Synthesizing via Diffusion Model Jui-Yi Tsai Ya-Wen Teng Ho Chiok Yew De-Nian Yang Lydia Y. Chen DiffM 80 2 0 03 Nov 2023
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model Shiwei Liu Tian Zhu Milong Ren Chungong Yu Dongbo Bu Haicang Zhang DiffM 49 19 0 30 Oct 2023
Interacting Diffusion Processes for Event Sequence Forecasting Mai Zeng Florence Regol Mark Coates AI4TS DiffM 78 0 0 26 Oct 2023
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation Yongxin Zhu Zhujin Gao Xinyuan Zhou Zhongyi Ye Linli Xu 84 2 0 26 Oct 2023
Free-form Flows: Make Any Architecture a Normalizing Flow Felix Dräxler Peter Sorrenson Lea Zimmermann Armand Rousselot Ullrich Kothe TPM DRL AI4CE BDL 108 11 0 25 Oct 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 203 19 0 23 Aug 2023
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis Minho Park Jooyeol Yun Seunghwan Choi Jaegul Choo DiffM 80 11 0 16 Aug 2023
DiffusionSTR: Diffusion Model for Scene Text Recognition Masato Fujitake DiffM 75 6 0 29 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 186 56 0 07 Jun 2023
Robust Classification via a Single Diffusion Model Huanran Chen Yinpeng Dong Zhengyi Wang Xiaohu Yang Chen-Dong Duan Hang Su Jun Zhu 154 60 0 24 May 2023
Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation Tianyu Yang Thy Thy Tran Iryna Gurevych DiffM 81 1 0 24 May 2023
DiffuSIA: A Spiral Interaction Architecture for Encoder-Decoder Text Diffusion Chao-Hong Tan Jia-Chen Gu Zhen-Hua Ling DiffM 69 1 0 19 May 2023
Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling Xiaohui Chen Jiaxing He Xuhong Han Liping Liu DiffM 120 56 0 06 May 2023
Diffusion Recommender Model Wenjie Wang Yiyan Xu Fuli Feng Xinyu Lin Xiangnan He Tat-Seng Chua DiffM 80 127 0 11 Apr 2023
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen Chenhui Wang Hongming Shan DiffM MedIm 89 35 0 10 Apr 2023
Anomaly Detection via Gumbel Noise Score Matching Ahsan Mahmood Junier Oliva Martin Styner 85 1 0 06 Apr 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 95 23 0 14 Mar 2023
Learning Stationary Markov Processes with Contrastive Adjustment L. Bergenstråhle J. Lagergren J. Lundeberg BDL 47 0 0 09 Mar 2023
SePaint: Semantic Map Inpainting via Multinomial Diffusion Zheng Chen Deepak Duggirala David J. Crandall Lei Jiang Lantao Liu DiffM 96 2 0 05 Mar 2023
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clément Vignac Nagham Osman Laura Toni P. Frossard DiffM 115 63 0 17 Feb 2023
Diffusion Models in Bioinformatics: A New Wave of Deep Learning Revolution in Action Zhiye Guo Jian Liu Yanli Wang Mengrui Chen Duolin Wang Dong Xu Jianlin Cheng MedIm AI4CE DiffM 150 23 0 13 Feb 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 153 70 0 11 Feb 2023
Star-Shaped Denoising Diffusion Probabilistic Models Andrey Okhotin Dmitry Molchanov V. Arkhipkin Grigory Bartosh Viktor Ohanesian Aibek Alanov Dmitry Vetrov DiffM 118 14 0 10 Feb 2023
A Text-guided Protein Design Framework Shengchao Liu Yanjing Li Zhuoxinran Li A. Gitter Yutao Zhu ... Arvind Ramanathan Chaowei Xiao Jian Tang Hongyu Guo Anima Anandkumar 138 70 0 09 Feb 2023
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion Alex Tseng N. Diamant Tommaso Biancalani Gabriele Scalia DiffM 60 6 0 07 Feb 2023
InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt Dongchao Yang Songxiang Liu Rongjie Huang Chao Weng Helen Meng DiffM VLM 89 102 0 31 Jan 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction Zuobai Zhang Minghao Xu A. Lozano Vijil Chenthamarakshan Payel Das Jian Tang DiffM 90 22 0 28 Jan 2023
Diffusion Probabilistic Models for Scene-Scale 3D Categorical Data Jumin Lee Woobin Im Sebin Lee Sung-eui Yoon DiffM 110 17 0 02 Jan 2023
SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers Hongyi Yuan Zheng Yuan Chuanqi Tan Fei Huang Songfang Huang DiffM 163 70 0 20 Dec 2022
Latent Diffusion for Language Generation Justin Lovelace Varsha Kishore Chao-gang Wan Eliot Shekhtman Kilian Q. Weinberger DiffM 134 82 0 19 Dec 2022
Denoising Diffusion for Sampling SAT Solutions Kārlis Freivalds Sergejs Kozlovics 73 2 0 30 Nov 2022
Score-based Continuous-time Discrete Diffusion Models Haoran Sun Lijun Yu Bo Dai Dale Schuurmans H. Dai DiffM 137 87 0 30 Nov 2022
Continuous diffusion for categorical data Sander Dieleman Laurent Sartran Arman Roshannai Nikolay Savinov Yaroslav Ganin ... Conor Durkan Curtis Hawthorne Rémi Leblond Will Grathwohl J. Adler DiffM 121 106 0 28 Nov 2022
Unified Discrete Diffusion for Simultaneous Vision-Language Generation Minghui Hu Chuanxia Zheng Heliang Zheng Tat-Jen Cham Chaoyue Wang Zuopeng Yang Dacheng Tao Ponnuthurai Nagaratnam Suganthan DiffM 136 26 0 27 Nov 2022
Self-conditioned Embedding Diffusion for Text Generation Robin Strudel Corentin Tallec Florent Altché Yilun Du Yaroslav Ganin ... Will Grathwohl Nikolay Savinov Sander Dieleman Laurent Sifre Rémi Leblond DiffM 89 88 0 08 Nov 2022
From Denoising Diffusions to Denoising Markov Models Joe Benton Yuyang Shi Valentin De Bortoli George Deligiannidis Arnaud Doucet DiffM 119 35 0 07 Nov 2022
Concrete Score Matching: Generalized Score Matching for Discrete Data Chenlin Meng Kristy Choi Jiaming Song Stefano Ermon DiffM 264 71 0 02 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 169 91 0 31 Oct 2022
Evaluation of Categorical Generative Models -- Bridging the Gap Between Real and Synthetic Data Florence Regol Anja Kroon Mark Coates ELM EGVM 81 1 0 28 Oct 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 99 335 0 17 Oct 2022
TransFusion: Transcribing Speech with Multinomial Diffusion Matthew Baas Kevin Eloff Herman Kamper DiffM 34 4 0 14 Oct 2022
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design Ilia Igashov Hannes Stärk Clément Vignac Victor Garcia Satorras P. Frossard Max Welling Michael M. Bronstein B. Correia DiffM 117 85 0 11 Oct 2022